ceriottm / iam-notebooksLinks
Jupyter notebooks for the lectures of the Introduction to Atomistic Modeling
☆32Updated 3 months ago
Alternatives and similar repositories for iam-notebooks
Users that are interested in iam-notebooks are comparing it to the libraries listed below
Sorting:
- A Set of Tutorials for the LAMMPS Simulation Package☆35Updated 3 weeks ago
- Symmetry-Adapted Learning of Three-dimensional Electron Densities (and their electrostatic response)☆40Updated 2 weeks ago
- A Python package for estimating diffusion properties from molecular dynamics simulations.☆73Updated last week
- ☆69Updated 2 years ago
- A scalable and versatile library to generate representations for atomic-scale learning☆82Updated last year
- python workflow toolkit☆43Updated last month
- Quick Uncertainty and Entropy via STructural Similarity☆50Updated 3 weeks ago
- A Python library and command line interface for automated free energy calculations☆84Updated 2 weeks ago
- Pynta - an automated workflow for reaction path exploration on metallic surfaces☆40Updated last week
- Tool for finding atomic environments in crystal structures☆22Updated 5 months ago
- Active Learning for Machine Learning Potentials☆59Updated 2 months ago
- A Python software package for saddle point optimization and minimization of atomic systems.☆120Updated last month
- Interactive Jupyter Notebooks for learning the fundamentals of Density-Functional Theory (DFT)☆77Updated last month
- MBX is an energy and force calculator for data-driven many-body simulations.☆44Updated 3 months ago
- UF3: a python library for generating ultra-fast interatomic potentials☆68Updated 4 months ago
- SIMPLE-NN(SNU Interatomic Machine-learning PotentiaL packagE – version Neural Network)☆48Updated 3 years ago
- This repository contains detailed instructions, input files and data analysis Jupyter notebooks for performing free energy calculations …☆29Updated 5 years ago
- JAX-ReaxFF: A Gradient Based Framework for Extremely Fast Optimization of Reactive Force Fields☆71Updated last year
- Calculate Spectrum Based on Fast Fourier Transform (FFT) of the Velocity Autocorrelation Function (VACF).☆26Updated 2 years ago
- Deep Modeling for Molecular Simulation, two-day virtual workshop, July 7-8, 2022☆53Updated 3 years ago
- ☆98Updated 11 months ago
- Python script for calculating vibrational density of states (DOS) from LAMMPS dump file☆19Updated last year
- Statistical Mechanics on Lattices☆89Updated this week
- A framework for performing active learning for training machine-learned interatomic potentials.☆39Updated last month
- Package to perform automatic bonding analysis with the program Lobster in the field of computational materials science and quantum chemis…☆104Updated 2 weeks ago
- high dimensional neural network potential☆22Updated 2 years ago
- Collection of tutorials to use the MACE machine learning force field.☆48Updated last year
- Python library written in C++ for calculation of local atomic structural environment☆68Updated last year
- Collection of Tutorials on Machine Learning Interatomic Potentials☆23Updated last year
- Generating Deep Potential with Python☆70Updated this week